AMMI Geometric Deep Learning Course - Second Edition (2022) - AMMI 2022 Course "Geometric Deep Learning" - Lecture 2 (Learning in High Dimensions) - Joan Bruna

Video recording of the course "Geometric Deep Learning" taught in the African Master in Machine Intelligence in July 2022 by Michael Bronstein (Oxford), Joan Bruna (NYU), Taco Cohen (Qualcomm), and Petar Veličković (DeepMind) Lecture 2: Basic notions in learning • Challenges of learning in high dimension • Learning Lipschitz functions • Universal approximation Slides: https://www.dropbox.com/s/3hp6utrkm3d6ak6/AIMS%202%20-%20learning%20in%20high%20dimensions%202022.pdf?dl=0